Regression tables generator tool

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Description

If we do the data analysis (such as a regression analysis: linear, parametric/non-parametric, L1/L2 regularized, etc. regression) it is necessary to store the results of an analysis into an easy-to-read form: e.g. a table. The regression tables generator tool provides users with the possibility to easily store their analysis results into a variety of formats: HTML, XML, CSV. The tables then store information about the data, model, and the achieved precision.

The tool is programmed in the Python programming language (version 3.6). Thanks to its modularity, it can be easily extended to support other formats such as TeX or XLS. The package also contains a testing file, which generates a bunch of HTML tables using the jinja2 templating framework. The tool can be used in combination with other tools such as:

Projects

This work was supported by projects AZV 16-30805A and LO1401. The described research was performed in laboratories supported by the SIX project; the registration number CZ.1.05/2.1.00/03.0072, the operational program Research and Development for Innovation.